3 papers
cs.AI2024
Fish-bone diagram of research issue: Gain a bird's-eye view on a specific research topic
JingHong Li, Huy Phan, Wen Gu +2
Novice researchers often face difficulties in understanding a multitude of academic papers and grasping the fundamentals of a new research field. To solve such problems, the knowle…
cs.LG2024
Data-Centric Human Preference with Rationales for Direct Preference Alignment
Hoang Anh Just, Ming Jin, Anit Sahu +2
Aligning language models with human preferences through reinforcement learning from human feedback is crucial for their safe and effective deployment. The human preference is typic…
cs.DL2024
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey
Jinghong Li, Huy Phan, Wen Gu +2
Research surveys have always posed a challenge for beginner researchers who lack of research training. These researchers struggle to understand the directions within their research…